3556 search results - page 100 / 712 » Can machine learning be secure |
ML
2002
ACM
13 years 10 months ago
2002
ACM
I describe a framework for interpreting Support Vector Machines (SVMs) as maximum a posteriori (MAP) solutions to inference problems with Gaussian Process priors. This probabilisti...
NDSS
2007
IEEE
14 years 4 months ago
2007
IEEE
Fingerprinting is a widely used technique among the networking and security communities for identifying different implementations of the same piece of networking software running ...
ICML
2009
IEEE
14 years 11 months ago
2009
IEEE
Training principles for unsupervised learning are often derived from motivations that appear to be independent of supervised learning. In this paper we present a simple unificatio...
ICML
2006
IEEE
14 years 11 months ago
2006
IEEE
We introduce the use of learned shaping rewards in reinforcement learning tasks, where an agent uses prior experience on a sequence of tasks to learn a portable predictor that est...
GECCO
2009
Springer
14 years 4 months ago
2009
Springer
In this paper, we evaluate the performance of ten well-known evolutionary and non-evolutionary rule learning algorithms. The comparative study is performed on a real-world classiï...